Improving Monitoring Accuracy of process Based on SPC Method

被引:0
|
作者
Zhou Kun-lin [1 ,2 ]
Li Qi-qiang [1 ]
Guo Rong-sheng [2 ]
机构
[1] Shandong Univ, Sch Control Sci & Engn, Jinan 250061, Peoples R China
[2] Shandong Univ, Sch Mech Elect & Informat Engn, Weihai AH-264209, Peoples R China
关键词
monitoring accuracy; on-line monitoring; SPC; monitoring limits; fault diagnosis;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In order to improve the monitoring accuracy for the control variables in the production process, a new method to use statistical process control (SPC) was proposed, which analyzed the production process data by the SPC. It can extract the main features of the process variable, and set up the upper and lower monitoring limits for the production process. The decision-making basis for the operator can be provided by monitoring control accuracy of the production process. With this method, it can improve the control accuracy of the process variable and provide the information quickly and efficiently for the fault diagnosis of production process. An on-line monitoring system was designed for the distillation process as an example, and the effectiveness of this method was illustrated.
引用
收藏
页码:1488 / 1491
页数:4
相关论文
共 50 条
  • [41] Improving the accuracy of lower explosive limit monitoring
    Bowen, B
    PULP & PAPER-CANADA, 1997, 98 (03) : 21 - 22
  • [42] GPS accuracy analysis and the study of accuracy improving method
    Fang, H
    He, Y
    ACTUAL TASKS ON AGRICULTURAL ENGINEERING, 2005, 33 : 379 - 390
  • [43] Method for improving positioning accuracy of robot based on support vector regression
    Yu L.-D.
    Chang Y.-Q.
    Zhao H.-N.
    Cao J.-M.
    Jiang Y.-Z.
    Guangxue Jingmi Gongcheng/Optics and Precision Engineering, 2020, 28 (12): : 2646 - 2654
  • [44] Augmented EKF based SLAM method for Improving the Accuracy of the Feature Map
    Kang, Jeong-Gwan
    Choi, Won-Seok
    An, Su-Yong
    Oh, Se-Young
    IEEE/RSJ 2010 INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS (IROS 2010), 2010, : 3725 - 3731
  • [45] A Software Based Method for Improving Accuracy of Ultrasonic Range Finder Module
    Khoenkaw, Paween
    Pramokchon, Part
    2017 INTERNATIONAL CONFERENCE ON DIGITAL ARTS, MEDIA AND TECHNOLOGY (ICDAMT): DIGITAL ECONOMY FOR SUSTAINABLE GROWTH, 2017, : 10 - 13
  • [46] Improving the Accuracy for Analyzing Heart Diseases Prediction Based on the Ensemble Method
    Gao, Xiao-Yan
    Amin Ali, Abdelmegeid
    Shaban Hassan, Hassan
    Anwar, Eman M.
    COMPLEXITY, 2021, 2021
  • [47] Quality Control System in Manufacturing Process Based on SPC
    Lu Suyin
    Hui, Guo
    Li Xunbo
    Bo, Li
    PROCEEDINGS OF THE SECOND INTERNATIONAL SYMPOSIUM ON TEST AUTOMATION & INSTRUMENTATION, VOLS 1-2, 2008, : 1062 - 1065
  • [48] Improving spectrograph accuracy by Bayesian method
    Cen, S.-Y. (allantsern@cjlu.edu.cn), 1600, Chinese Optical Society (42):
  • [49] A RAPID METHOD FOR IMPROVING COLPOSCOPIC ACCURACY
    REID, R
    COLPOSCOPY & GYNECOLOGIC LASER SURGERY, 1987, 3 (03): : 139 - 146
  • [50] Research on software process metric based on AHP and SPC
    Huang, Jianbai
    Yang, Tao
    Tang, Yingjie
    SIXTH WUHAN INTERNATIONAL CONFERENCE ON E-BUSINESS, VOLS 1-4: MANAGEMENT CHALLENGES IN A GLOBAL WORLD, 2007, : 2443 - 2451